Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 310813 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 37.9 MiB |
| Average record size in memory | 128.0 B |
Variable types
| NUM | 12 |
|---|---|
| CAT | 4 |
file has a high cardinality: 12185 distinct values | High cardinality |
ct_val_real is highly correlated with wp_ct_val | High correlation |
wp_ct_val is highly correlated with ct_val_real | High correlation |
file is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
nade_ct_val has 24242 (7.8%) zeros | Zeros |
nade_t_val has 24155 (7.8%) zeros | Zeros |
ct_alive has 128839 (41.5%) zeros | Zeros |
t_alive has 140339 (45.2%) zeros | Zeros |
ct_cons_wins has 164748 (53.0%) zeros | Zeros |
t_cons_wins has 158250 (50.9%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-23 08:14:00.023168 |
|---|---|
| Analysis finished | 2020-10-23 08:14:40.977251 |
| Duration | 40.95 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 310813 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155406 |
|---|---|
| Minimum | 0 |
| Maximum | 310812 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15540.6 |
| Q1 | 77703 |
| median | 155406 |
| Q3 | 233109 |
| 95-th percentile | 295271.4 |
| Maximum | 310812 |
| Range | 310812 |
| Interquartile range (IQR) | 155406 |
Descriptive statistics
| Standard deviation | 89724.12895 |
|---|---|
| Coefficient of variation (CV) | 0.5773530555 |
| Kurtosis | -1.2 |
| Mean | 155406 |
| Median Absolute Deviation (MAD) | 77703 |
| Skewness | 1.094683224e-15 |
| Sum | 4.830220508e+10 |
| Variance | 8050419315 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 103015 | 1 | < 0.1% | |
| 123497 | 1 | < 0.1% | |
| 129642 | 1 | < 0.1% | |
| 127595 | 1 | < 0.1% | |
| 117356 | 1 | < 0.1% | |
| 115309 | 1 | < 0.1% | |
| 121454 | 1 | < 0.1% | |
| 119407 | 1 | < 0.1% | |
| 76400 | 1 | < 0.1% | |
| Other values (310803) | 310803 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 310812 | 1 | < 0.1% | |
| 310811 | 1 | < 0.1% | |
| 310810 | 1 | < 0.1% | |
| 310809 | 1 | < 0.1% | |
| 310808 | 1 | < 0.1% |
| Distinct | 12185 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| esea_match_13821515.dem | 60 |
|---|---|
| esea_match_13787779.dem | 54 |
| esea_match_13788110.dem | 54 |
| esea_match_13786284.dem | 54 |
| esea_match_13826687.dem | 54 |
| Other values (12180) |
| Value | Count | Frequency (%) | |
| esea_match_13821515.dem | 60 | < 0.1% | |
| esea_match_13787779.dem | 54 | < 0.1% | |
| esea_match_13788110.dem | 54 | < 0.1% | |
| esea_match_13786284.dem | 54 | < 0.1% | |
| esea_match_13826687.dem | 54 | < 0.1% | |
| esea_match_13790831.dem | 54 | < 0.1% | |
| esea_match_13783503.dem | 53 | < 0.1% | |
| esea_match_13789723.dem | 53 | < 0.1% | |
| esea_match_13782890.dem | 52 | < 0.1% | |
| esea_match_13786326.dem | 52 | < 0.1% | |
| Other values (12175) | 310273 | 99.8% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 25 |
|---|---|
| Median length | 23 |
| Mean length | 23.00038608 |
| Min length | 23 |
round
Real number (ℝ≥0)
| Distinct | 60 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.63621856 |
|---|---|
| Minimum | 1 |
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 20 |
| 95-th percentile | 27 |
| Maximum | 60 |
| Range | 59 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.036385435 |
|---|---|
| Coefficient of variation (CV) | 0.5893412018 |
| Kurtosis | -0.5150836468 |
| Mean | 13.63621856 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.3213649572 |
| Sum | 4238314 |
| Variance | 64.58349086 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 12185 | 3.9% | |
| 9 | 12185 | 3.9% | |
| 16 | 12185 | 3.9% | |
| 15 | 12185 | 3.9% | |
| 13 | 12185 | 3.9% | |
| 12 | 12185 | 3.9% | |
| 11 | 12185 | 3.9% | |
| 10 | 12185 | 3.9% | |
| 14 | 12185 | 3.9% | |
| 8 | 12185 | 3.9% | |
| Other values (50) | 188963 | 60.8% |
| Value | Count | Frequency (%) | |
| 1 | 12185 | 3.9% | |
| 2 | 12185 | 3.9% | |
| 3 | 12185 | 3.9% | |
| 4 | 12185 | 3.9% | |
| 5 | 12185 | 3.9% |
| Value | Count | Frequency (%) | |
| 60 | 1 | < 0.1% | |
| 59 | 1 | < 0.1% | |
| 58 | 1 | < 0.1% | |
| 57 | 1 | < 0.1% | |
| 56 | 1 | < 0.1% |
| Distinct | 824 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10886.63477 |
|---|---|
| Minimum | 0 |
| Maximum | 25750 |
| Zeros | 550 |
| Zeros (%) | 0.2% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1000 |
| Q1 | 4250 |
| median | 12500 |
| Q3 | 15812.5 |
| 95-th percentile | 19625 |
| Maximum | 25750 |
| Range | 25750 |
| Interquartile range (IQR) | 11562.5 |
Descriptive statistics
| Standard deviation | 6302.263974 |
|---|---|
| Coefficient of variation (CV) | 0.5788991832 |
| Kurtosis | -1.265788663 |
| Mean | 10886.63477 |
| Median Absolute Deviation (MAD) | 4812.5 |
| Skewness | -0.266837067 |
| Sum | 3383707612 |
| Variance | 39718531.2 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1000 | 23719 | 7.6% | |
| 15500 | 19558 | 6.3% | |
| 18250 | 10156 | 3.3% | |
| 19625 | 8268 | 2.7% | |
| 17562.5 | 7652 | 2.5% | |
| 17062.5 | 6190 | 2.0% | |
| 17583.33333 | 5956 | 1.9% | |
| 2500 | 5716 | 1.8% | |
| 14500 | 5448 | 1.8% | |
| 14833.33333 | 5320 | 1.7% | |
| Other values (814) | 212830 | 68.5% |
| Value | Count | Frequency (%) | |
| 0 | 550 | 0.2% | |
| 333.3333333 | 1 | < 0.1% | |
| 500 | 29 | < 0.1% | |
| 666.6666667 | 58 | < 0.1% | |
| 750 | 82 | < 0.1% |
| Value | Count | Frequency (%) | |
| 25750 | 2 | < 0.1% | |
| 25500 | 1 | < 0.1% | |
| 25000 | 25 | < 0.1% | |
| 24937.5 | 1 | < 0.1% | |
| 24916.66667 | 1 | < 0.1% |
wp_t_val
Real number (ℝ≥0)
| Distinct | 742 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10678.34798 |
|---|---|
| Minimum | 0 |
| Maximum | 25000 |
| Zeros | 1120 |
| Zeros (%) | 0.4% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1000 |
| Q1 | 6750 |
| median | 13125 |
| Q3 | 13500 |
| 95-th percentile | 17333.33333 |
| Maximum | 25000 |
| Range | 25000 |
| Interquartile range (IQR) | 6750 |
Descriptive statistics
| Standard deviation | 5345.656364 |
|---|---|
| Coefficient of variation (CV) | 0.5006070577 |
| Kurtosis | -0.7794529617 |
| Mean | 10678.34798 |
| Median Absolute Deviation (MAD) | 2937.5 |
| Skewness | -0.514932575 |
| Sum | 3318969371 |
| Variance | 28576041.96 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 13500 | 79303 | 25.5% | |
| 1000 | 19383 | 6.2% | |
| 16062.5 | 16837 | 5.4% | |
| 16916.66667 | 16023 | 5.2% | |
| 18625 | 8414 | 2.7% | |
| 3500 | 5681 | 1.8% | |
| 11000 | 5556 | 1.8% | |
| 15550 | 5279 | 1.7% | |
| 2500 | 4361 | 1.4% | |
| 8500 | 4174 | 1.3% | |
| Other values (732) | 145802 | 46.9% |
| Value | Count | Frequency (%) | |
| 0 | 1120 | 0.4% | |
| 500 | 9 | < 0.1% | |
| 600 | 1 | < 0.1% | |
| 666.6666667 | 16 | < 0.1% | |
| 750 | 59 | < 0.1% |
| Value | Count | Frequency (%) | |
| 25000 | 12 | < 0.1% | |
| 24750 | 1 | < 0.1% | |
| 24583.33333 | 1 | < 0.1% | |
| 24375 | 20 | < 0.1% | |
| 24250 | 1 | < 0.1% |
| Distinct | 148 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1900.744499 |
|---|---|
| Minimum | 0 |
| Maximum | 9300 |
| Zeros | 24242 |
| Zeros (%) | 7.8% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 600 |
| median | 1700 |
| Q3 | 2900 |
| 95-th percentile | 4500 |
| Maximum | 9300 |
| Range | 9300 |
| Interquartile range (IQR) | 2300 |
Descriptive statistics
| Standard deviation | 1445.294768 |
|---|---|
| Coefficient of variation (CV) | 0.7603835069 |
| Kurtosis | -0.5233002488 |
| Mean | 1900.744499 |
| Median Absolute Deviation (MAD) | 1100 |
| Skewness | 0.5468887781 |
| Sum | 590776100 |
| Variance | 2088876.967 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 24242 | 7.8% | |
| 300 | 15895 | 5.1% | |
| 600 | 9943 | 3.2% | |
| 500 | 8217 | 2.6% | |
| 800 | 8140 | 2.6% | |
| 1100 | 7389 | 2.4% | |
| 200 | 7237 | 2.3% | |
| 1400 | 7227 | 2.3% | |
| 900 | 7188 | 2.3% | |
| 1700 | 6829 | 2.2% | |
| Other values (138) | 208506 | 67.1% |
| Value | Count | Frequency (%) | |
| 0 | 24242 | 7.8% | |
| 50 | 5330 | 1.7% | |
| 100 | 1111 | 0.4% | |
| 150 | 137 | < 0.1% | |
| 200 | 7237 | 2.3% |
| Value | Count | Frequency (%) | |
| 9300 | 1 | < 0.1% | |
| 8050 | 1 | < 0.1% | |
| 7800 | 1 | < 0.1% | |
| 7600 | 1 | < 0.1% | |
| 7300 | 2 | < 0.1% |
| Distinct | 122 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1690.516323 |
|---|---|
| Minimum | 0 |
| Maximum | 8300 |
| Zeros | 24155 |
| Zeros (%) | 7.8% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 700 |
| median | 1600 |
| Q3 | 2600 |
| 95-th percentile | 3800 |
| Maximum | 8300 |
| Range | 8300 |
| Interquartile range (IQR) | 1900 |
Descriptive statistics
| Standard deviation | 1205.368292 |
|---|---|
| Coefficient of variation (CV) | 0.7130178367 |
| Kurtosis | -0.5750004884 |
| Mean | 1690.516323 |
| Median Absolute Deviation (MAD) | 950 |
| Skewness | 0.4359283018 |
| Sum | 525434450 |
| Variance | 1452912.719 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 24155 | 7.8% | |
| 500 | 10339 | 3.3% | |
| 300 | 9321 | 3.0% | |
| 200 | 8902 | 2.9% | |
| 800 | 7918 | 2.5% | |
| 1700 | 7575 | 2.4% | |
| 1500 | 7514 | 2.4% | |
| 1200 | 7507 | 2.4% | |
| 1400 | 7452 | 2.4% | |
| 2000 | 7402 | 2.4% | |
| Other values (112) | 212728 | 68.4% |
| Value | Count | Frequency (%) | |
| 0 | 24155 | 7.8% | |
| 50 | 5896 | 1.9% | |
| 100 | 1543 | 0.5% | |
| 150 | 349 | 0.1% | |
| 200 | 8902 | 2.9% |
| Value | Count | Frequency (%) | |
| 8300 | 1 | < 0.1% | |
| 6300 | 2 | < 0.1% | |
| 6100 | 3 | < 0.1% | |
| 6000 | 17 | < 0.1% | |
| 5900 | 4 | < 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.616708439 |
|---|---|
| Minimum | -5 |
| Maximum | 5 |
| Zeros | 128839 |
| Zeros (%) | 41.5% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | -5 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.71139395 |
|---|---|
| Coefficient of variation (CV) | 1.058566844 |
| Kurtosis | -0.9595975782 |
| Mean | 1.616708439 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.6226193818 |
| Sum | 502494 |
| Variance | 2.928869251 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| 0 | 128839 | 41.5% | |
| 1 | 42174 | 13.6% | |
| 2 | 41452 | 13.3% | |
| 3 | 41397 | 13.3% | |
| 4 | 31235 | 10.0% | |
| 5 | 25679 | 8.3% | |
| -1 | 11 | < 0.1% | |
| -5 | 10 | < 0.1% | |
| -4 | 7 | < 0.1% | |
| -2 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| -5 | 10 | < 0.1% | |
| -4 | 7 | < 0.1% | |
| -3 | 3 | < 0.1% | |
| -2 | 6 | < 0.1% | |
| -1 | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5 | 25679 | 8.3% | |
| 4 | 31235 | 10.0% | |
| 3 | 41397 | 13.3% | |
| 2 | 41452 | 13.3% | |
| 1 | 42174 | 13.6% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.525878905 |
|---|---|
| Minimum | -5 |
| Maximum | 5 |
| Zeros | 140339 |
| Zeros (%) | 45.2% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | -5 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.697354404 |
|---|---|
| Coefficient of variation (CV) | 1.112378183 |
| Kurtosis | -0.8699915643 |
| Mean | 1.525878905 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.6908075166 |
| Sum | 474263 |
| Variance | 2.881011972 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| 0 | 140339 | 45.2% | |
| 2 | 42059 | 13.5% | |
| 3 | 40838 | 13.1% | |
| 1 | 35344 | 11.4% | |
| 4 | 28589 | 9.2% | |
| 5 | 23607 | 7.6% | |
| -1 | 14 | < 0.1% | |
| -5 | 12 | < 0.1% | |
| -3 | 6 | < 0.1% | |
| -2 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| -5 | 12 | < 0.1% | |
| -4 | 1 | < 0.1% | |
| -3 | 6 | < 0.1% | |
| -2 | 4 | < 0.1% | |
| -1 | 14 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5 | 23607 | 7.6% | |
| 4 | 28589 | 9.2% | |
| 3 | 40838 | 13.1% | |
| 2 | 42059 | 13.5% | |
| 1 | 35344 | 11.4% |
ct_winner
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 0 | |
|---|---|
| 1 | |
| 0.5 | 12185 |
| Value | Count | Frequency (%) | |
| 0 | 152563 | 49.1% | |
| 1 | 146065 | 47.0% | |
| 0.5 | 12185 | 3.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
bomb_planted
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 0 | |
|---|---|
| 1 | |
| 0.5 | 12185 |
| Value | Count | Frequency (%) | |
| 0 | 158212 | 50.9% | |
| 1 | 140416 | 45.2% | |
| 0.5 | 12185 | 3.9% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.225479629 |
|---|---|
| Minimum | 0 |
| Maximum | 21 |
| Zeros | 164748 |
| Zeros (%) | 53.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.874230673 |
|---|---|
| Coefficient of variation (CV) | 1.529385417 |
| Kurtosis | 6.434945428 |
| Mean | 1.225479629 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.204629652 |
| Sum | 380895 |
| Variance | 3.512740617 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) | |
| 0 | 164748 | 53.0% | |
| 1 | 54817 | 17.6% | |
| 2 | 33539 | 10.8% | |
| 3 | 22930 | 7.4% | |
| 4 | 13829 | 4.4% | |
| 5 | 8726 | 2.8% | |
| 6 | 4972 | 1.6% | |
| 7 | 2903 | 0.9% | |
| 8 | 1753 | 0.6% | |
| 9 | 1049 | 0.3% | |
| Other values (12) | 1547 | 0.5% |
| Value | Count | Frequency (%) | |
| 0 | 164748 | 53.0% | |
| 1 | 54817 | 17.6% | |
| 2 | 33539 | 10.8% | |
| 3 | 22930 | 7.4% | |
| 4 | 13829 | 4.4% |
| Value | Count | Frequency (%) | |
| 21 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% | |
| 19 | 2 | < 0.1% | |
| 18 | 2 | < 0.1% | |
| 17 | 9 | < 0.1% |
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.287925537 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 158250 |
| Zeros (%) | 50.9% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.889379157 |
|---|---|
| Coefficient of variation (CV) | 1.466994094 |
| Kurtosis | 6.152945714 |
| Mean | 1.287925537 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.112913154 |
| Sum | 400304 |
| Variance | 3.569753599 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) | |
| 0 | 158250 | 50.9% | |
| 1 | 55266 | 17.8% | |
| 2 | 35103 | 11.3% | |
| 3 | 26031 | 8.4% | |
| 4 | 14343 | 4.6% | |
| 5 | 9452 | 3.0% | |
| 6 | 4983 | 1.6% | |
| 7 | 3104 | 1.0% | |
| 8 | 1746 | 0.6% | |
| 9 | 1043 | 0.3% | |
| Other values (14) | 1492 | 0.5% |
| Value | Count | Frequency (%) | |
| 0 | 158250 | 50.9% | |
| 1 | 55266 | 17.8% | |
| 2 | 35103 | 11.3% | |
| 3 | 26031 | 8.4% | |
| 4 | 14343 | 4.6% |
| Value | Count | Frequency (%) | |
| 23 | 1 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 21 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% | |
| 19 | 5 | < 0.1% |
| Distinct | 780 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18887.59833 |
|---|---|
| Minimum | 200 |
| Maximum | 42050 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 200 |
|---|---|
| 5-th percentile | 2650 |
| Q1 | 7400 |
| median | 21750 |
| Q3 | 28150 |
| 95-th percentile | 32550 |
| Maximum | 42050 |
| Range | 41850 |
| Interquartile range (IQR) | 20750 |
Descriptive statistics
| Standard deviation | 10547.24403 |
|---|---|
| Coefficient of variation (CV) | 0.5584216611 |
| Kurtosis | -1.363756473 |
| Mean | 18887.59833 |
| Median Absolute Deviation (MAD) | 8200 |
| Skewness | -0.3116987663 |
| Sum | 5870511100 |
| Variance | 111244356.7 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 4300 | 4489 | 1.4% | |
| 4250 | 3244 | 1.0% | |
| 4350 | 3207 | 1.0% | |
| 4400 | 2308 | 0.7% | |
| 3650 | 2034 | 0.7% | |
| 3600 | 1773 | 0.6% | |
| 4450 | 1636 | 0.5% | |
| 1000 | 1402 | 0.5% | |
| 3700 | 1317 | 0.4% | |
| 4200 | 1259 | 0.4% | |
| Other values (770) | 288144 | 92.7% |
| Value | Count | Frequency (%) | |
| 200 | 1 | < 0.1% | |
| 400 | 4 | < 0.1% | |
| 600 | 4 | < 0.1% | |
| 700 | 1 | < 0.1% | |
| 800 | 36 | < 0.1% |
| Value | Count | Frequency (%) | |
| 42050 | 1 | < 0.1% | |
| 41200 | 2 | < 0.1% | |
| 41100 | 1 | < 0.1% | |
| 40850 | 1 | < 0.1% | |
| 40350 | 1 | < 0.1% |
t_val_real
Real number (ℝ≥0)
| Distinct | 707 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18229.73074 |
|---|---|
| Minimum | 400 |
| Maximum | 38150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 400 |
|---|---|
| 5-th percentile | 2950 |
| Q1 | 10700 |
| median | 21100 |
| Q3 | 25450 |
| 95-th percentile | 28500 |
| Maximum | 38150 |
| Range | 37750 |
| Interquartile range (IQR) | 14750 |
Descriptive statistics
| Standard deviation | 8837.245568 |
|---|---|
| Coefficient of variation (CV) | 0.4847710421 |
| Kurtosis | -1.034736021 |
| Mean | 18229.73074 |
| Median Absolute Deviation (MAD) | 5450 |
| Skewness | -0.5991162172 |
| Sum | 5666037300 |
| Variance | 78096909.23 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 4300 | 3921 | 1.3% | |
| 4250 | 2911 | 0.9% | |
| 4350 | 2801 | 0.9% | |
| 27450 | 2077 | 0.7% | |
| 27550 | 1981 | 0.6% | |
| 3650 | 1959 | 0.6% | |
| 27350 | 1942 | 0.6% | |
| 27650 | 1935 | 0.6% | |
| 27250 | 1904 | 0.6% | |
| 3600 | 1853 | 0.6% | |
| Other values (697) | 287529 | 92.5% |
| Value | Count | Frequency (%) | |
| 400 | 2 | < 0.1% | |
| 600 | 2 | < 0.1% | |
| 800 | 36 | < 0.1% | |
| 850 | 2 | < 0.1% | |
| 900 | 33 | < 0.1% |
| Value | Count | Frequency (%) | |
| 38150 | 1 | < 0.1% | |
| 37900 | 1 | < 0.1% | |
| 37400 | 1 | < 0.1% | |
| 36900 | 1 | < 0.1% | |
| 36700 | 1 | < 0.1% |
round_type
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| NORMAL | |
|---|---|
| ECO | |
| FORCE_BUY | |
| PISTOL_ROUND | |
| SEMI_ECO |
| Value | Count | Frequency (%) | |
| NORMAL | 126920 | 40.8% | |
| ECO | 105416 | 33.9% | |
| FORCE_BUY | 33241 | 10.7% | |
| PISTOL_ROUND | 25425 | 8.2% | |
| SEMI_ECO | 19811 | 6.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 12 |
|---|---|
| Median length | 6 |
| Mean length | 5.921647421 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Unnamed: 0 | file | round | wp_ct_val | wp_t_val | nade_ct_val | nade_t_val | ct_alive | t_alive | ct_winner | bomb_planted | ct_cons_wins | t_cons_wins | ct_val_real | t_val_real | round_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | esea_match_13779704.dem | 1 | 1000.0 | 1166.666667 | 550 | 1200 | 5 | 5 | 0.5 | 0.5 | 0 | 0 | 4550 | 3850 | PISTOL_ROUND |
| 1 | 1 | esea_match_13779704.dem | 2 | 10100.0 | 3687.500000 | 1100 | 50 | 4 | 0 | 1.0 | 0.0 | 1 | 0 | 18450 | 5300 | ECO |
| 2 | 2 | esea_match_13779704.dem | 3 | 4125.0 | 11700.000000 | 900 | 2450 | 0 | 1 | 0.0 | 0.0 | 0 | 1 | 9550 | 22900 | SEMI_ECO |
| 3 | 3 | esea_match_13779704.dem | 4 | 1000.0 | 11700.000000 | 0 | 1600 | 0 | 3 | 0.0 | 1.0 | 0 | 2 | 1600 | 19650 | ECO |
| 4 | 4 | esea_match_13779704.dem | 5 | 15500.0 | 12750.000000 | 1400 | 1700 | 0 | 4 | 0.0 | 1.0 | 0 | 3 | 23350 | 21750 | NORMAL |
| 5 | 5 | esea_match_13779704.dem | 6 | 13937.5 | 8500.000000 | 2100 | 750 | 3 | 0 | 1.0 | 0.0 | 1 | 0 | 26400 | 19900 | NORMAL |
| 6 | 6 | esea_match_13779704.dem | 7 | 5700.0 | 14850.000000 | 500 | 2700 | 1 | 4 | 0.0 | 0.0 | 0 | 1 | 12100 | 26550 | FORCE_BUY |
| 7 | 7 | esea_match_13779704.dem | 8 | 2250.0 | 16916.666667 | 500 | 1800 | 0 | 1 | 0.0 | 1.0 | 0 | 2 | 3050 | 26350 | ECO |
| 8 | 8 | esea_match_13779704.dem | 9 | 17150.0 | 12333.333333 | 2100 | 1200 | 0 | 4 | 0.0 | 0.0 | 0 | 3 | 24350 | 25450 | NORMAL |
| 9 | 9 | esea_match_13779704.dem | 10 | 15300.0 | 13500.000000 | 2400 | 3100 | 3 | 0 | 1.0 | 0.0 | 1 | 0 | 27700 | 23950 | NORMAL |
Last rows
| Unnamed: 0 | file | round | wp_ct_val | wp_t_val | nade_ct_val | nade_t_val | ct_alive | t_alive | ct_winner | bomb_planted | ct_cons_wins | t_cons_wins | ct_val_real | t_val_real | round_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 310803 | 310803 | esea_match_13829171.dem | 15 | 15187.500000 | 5333.333333 | 4400 | 800 | 4 | 0 | 1.0 | 0.0 | 2 | 0 | 30200 | 11200 | ECO |
| 310804 | 310804 | esea_match_13829171.dem | 16 | 1000.000000 | 1000.000000 | 400 | 0 | 4 | 0 | 1.0 | 0.0 | 3 | 0 | 4400 | 4250 | PISTOL_ROUND |
| 310805 | 310805 | esea_match_13829171.dem | 17 | 11333.333333 | 5600.000000 | 2500 | 500 | 3 | 0 | 1.0 | 1.0 | 4 | 0 | 20250 | 3400 | ECO |
| 310806 | 310806 | esea_match_13829171.dem | 18 | 2750.000000 | 13500.000000 | 700 | 2600 | 0 | 2 | 0.0 | 1.0 | 0 | 1 | 8950 | 20900 | SEMI_ECO |
| 310807 | 310807 | esea_match_13829171.dem | 19 | 1833.333333 | 13500.000000 | 0 | 1900 | 0 | 3 | 0.0 | 1.0 | 0 | 2 | 1500 | 27550 | ECO |
| 310808 | 310808 | esea_match_13829171.dem | 20 | 15500.000000 | 13500.000000 | 600 | 1900 | 0 | 4 | 0.0 | 0.0 | 0 | 3 | 23250 | 28150 | NORMAL |
| 310809 | 310809 | esea_match_13829171.dem | 21 | 17562.500000 | 16062.500000 | 3200 | 1400 | 5 | 0 | 1.0 | 0.0 | 1 | 0 | 30950 | 25450 | NORMAL |
| 310810 | 310810 | esea_match_13829171.dem | 22 | 23750.000000 | 13500.000000 | 2700 | 1400 | 2 | 0 | 1.0 | 0.0 | 2 | 0 | 32900 | 16600 | FORCE_BUY |
| 310811 | 310811 | esea_match_13829171.dem | 23 | 14312.500000 | 13500.000000 | 1600 | 2600 | 2 | 4 | 0.0 | 0.0 | 0 | 1 | 25950 | 24450 | NORMAL |
| 310812 | 310812 | esea_match_13829171.dem | 24 | 23750.000000 | 20333.333333 | 1200 | 2700 | 0 | 2 | 0.0 | 1.0 | 0 | 2 | 14300 | 27500 | FORCE_BUY |